Guilherme Weigert Cassales

According to our database, Guilherme Weigert Cassales authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Time-Evolving Data Science and Artificial Intelligence for Advanced Open Environmental Science (TAIAO) Programme.

Yun Sing Koh, Albert Bifet, Karin R. Bryan, Guilherme Weigert Cassales, Olivier Graffeuille, Nick Jin Sean Lim, Phil Mourot, Ding Ning, Bernhard Pfahringer, Varvara Vetrova, Heitor Murilo Gomes

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Online Isolation Forest.

Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Giacomo Boracchi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge.

Reginaldo Luna, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Heitor Murilo Gomes, Hermes Senger

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

IEEE Trans. Netw. Serv. Manag., September, 2023

2021

Improving the performance of bagging ensembles for data streams through mini-batching.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

Inf. Sci., 2021

Distributed Novelty Detection at the Edge for IoT Network Security.

Luís Puhl, Guilherme Weigert Cassales, Hélio Crestana Guardia, Hermes Senger

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks.

Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

2016

Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling.

Guilherme W. Cassales, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel

J. Ambient Intell. Humaniz. Comput., 2016

2015

Context-aware Scheduling for Apache Hadoop over Pervasive Environments.

Guilherme W. Cassales, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel

Proceedings of the 6th International Conference on Ambient Systems, 2015

2014

Mapreduce Challenges on Pervasive Grids.

Luiz Angelo Steffenel, Olivier Flauzac, Andrea Schwertner Charão, Patrícia Pitthan Barcelos, Benhur de Oliveira Stein, Guilherme W. Cassales, Sergio Nesmachnow, Javier Rey, Matias Cogorno, Manuele Kirsch-Pinheiro, Carine Souveyet

J. Comput. Sci., 2014